What problem does it solve? Developers under time pressure often apply quick symptom fixes that fail repeatedly, causing hours of thrashing and recurring bugs. This Skill enforces a disciplined four-phase debugging methodology that finds root causes before any fix is attempted. ## Core Features & Use Cases - Four-Phase Process: Root cause investigation, pattern analysis, hypothesis testing, and verified implementation with explicit gates between phases. - Supporting Techniques: Includes root-cause tracing through call stacks, defense-in-depth validation at multiple layers, and condition-based waiting to replace flaky arbitrary timeouts. - Failure Escalation: After three failed fixes, the process mandates questioning the architecture rather than attempting a fourth fix. - Use Case: When a test fails intermittently in CI, use this Skill to trace the bad value back through the call chain, form a single hypothesis, create a failing test, and fix the source instead of adding another sleep timeout. ## Quick Start Use the systematic-debugging skill to investigate why my payment processing test fails intermittently and find the root cause before proposing any fix.